The graph represents a network of 4,901 Twitter users whose tweets in the requested range contained "market research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 31 July 2020 at 11:21 UTC.
The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 12-hour, 56-minute period from Tuesday, 28 July 2020 at 11:01 UTC to Thursday, 30 July 2020 at 23:57 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 4901
Unique Edges : 3032
Edges With Duplicates : 4754
Total Edges : 7786
Number of Edge Types : 5
Tweet : 2803
Retweet : 1551
MentionsInRetweet : 1875
Replies to : 544
Mentions : 1013
Self-Loops : 2858
Reciprocated Vertex Pair Ratio : 0.0210526315789474
Reciprocated Edge Ratio : 0.0412371134020619
Connected Components : 2165
Single-Vertex Connected Components : 1215
Maximum Vertices in a Connected Component : 104
Maximum Edges in a Connected Component : 314
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 1.877518
Graph Density : 0.000133292247729535
Modularity : 0.499573
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 4,901 Twitter users whose tweets in the requested range contained "market research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 31 July 2020 at 11:21 UTC.
The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 12-hour, 56-minute period from Tuesday, 28 July 2020 at 11:01 UTC to Thursday, 30 July 2020 at 23:57 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : market research
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1584] market,research [367] research,report [318] covid,19 [218] market,2020 [164] market,size [110] gt,gt [108] stock,market [102] link,gt [101] phases,enterprise [101] enterprise,automation Top Word Pairs in Tweet in G1:
[659] market,research [282] research,report [218] covid,19 [153] market,2020 [132] market,size [72] 19,impact [70] global,market [67] key,players [66] grand,view [64] view,research Top Word Pairs in Tweet in G2:
[102] link,gt [102] gt,gt [101] phases,enterprise [101] enterprise,automation [101] automation,adoption [101] adoption,opportunistic [101] opportunistic,siloed [101] siloed,strategic [101] strategic,research [101] research,everestgroup Top Word Pairs in Tweet in G3:
[7] hrd,education's [7] education's,online [7] online,student [7] student,aptitude [7] aptitude,attitude [7] attitude,test [7] test,counseling [7] counseling,smrc [7] smrc,analyst [5] analyst,political Top Word Pairs in Tweet in G4:
[55] protagonist,handsome [54] otakucalendarjp,protagonist [54] handsome,spent [54] spent,much [54] much,budget [54] budget,technology [54] technology,middle [54] middle,aged [54] aged,guy [54] guy,negated Top Word Pairs in Tweet in G5:
[53] read,more [49] big,data [44] market,research [25] covid,19 [21] market,2020 [20] research,report [19] data,analytics [15] research,read [14] more,#bigdata [13] 2020,2026 Top Word Pairs in Tweet in G6:
[7] free,market [5] stock,market [4] trump,owns [3] jazzybluet,realdonaldtrump [2] sddraws,tired_dude05 [2] tired_dude05,alipan59 [2] alipan59,jazzybluet [2] gopleader,know [2] know,trump [2] owns,shares Top Word Pairs in Tweet in G7:
[24] second,set [24] proof,concept [24] concept,2020 [24] 2020,competition [24] competition,results [24] scientists,received [24] received,25 [22] set,erc [22] erc,proof [22] results,55 Top Word Pairs in Tweet in G8:
[31] sean,ross [31] ross,vp [31] vp,music [31] music,programming [31] programming,market [31] market,research [31] research,firm [31] firm,edison [31] edison,research [31] research,told Top Word Pairs in Tweet in G9:
[21] market,research [10] launch,party [8] machine,learning [8] outlook,2020 [8] very,excited [8] excited,200 [8] 200,people [8] people,signed [8] signed,virtual [8] virtual,launch Top Word Pairs in Tweet in G10:
[29] hi,need [29] need,speak [29] speak,black [29] black,women [29] women,black [29] black,non [29] non,binary [29] binary,folks [29] folks,use [29] use,wheelchairs Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: